Niyati Bafna's picture

Niyati Bafna

niyatibafna

·

http://niyatibafna.github.io/

niyatibafna

AI & ML interests

Low resource NLP, interpretability, multilinguality

Recent Activity

upvoted a paper 21 days ago

MMTEB: Massive Multilingual Text Embedding Benchmark

upvoted a paper 22 days ago

BGE M3-Embedding: Multi-Lingual, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge Distillation

published a dataset 27 days ago

niyatibafna/rashid_icll_outputs

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Organizations

authored a paper 28 days ago

Omnilingual MT: Machine Translation for 1,600 Languages

Paper • 2603.16309 • Published 30 days ago • 21

authored a paper 4 months ago

ChiKhaPo: A Large-Scale Multilingual Benchmark for Evaluating Lexical Comprehension and Generation in Large Language Models

Paper • 2510.16928 • Published Oct 19, 2025 • 4

authored 3 papers 10 months ago

The Translation Barrier Hypothesis: Multilingual Generation with Large Language Models Suffers from Implicit Translation Failure

Paper • 2506.22724 • Published Jun 28, 2025 • 10

DialUp! Modeling the Language Continuum by Adapting Models to Dialects and Dialects to Models

Paper • 2501.16581 • Published Jan 27, 2025

LID Models are Actually Accent Classifiers: Implications and Solutions for LID on Accented Speech

Paper • 2506.00628 • Published May 31, 2025